skip to main content


Title: Software Radio with MATLAB Toolbox for 5G NR Waveform Generation
The main resource for providing wireless services is radio frequency (RF) spectrum. In order to explore new uses of spectrum shared among radio systems and services, field data needs to be collected. In this paper we design a testbed that can generate different 5G New Radio (NR) downlink transmission frames using the MATLAB 5G Toolbox, software-defined radio (SDR) hardware and GNU Radio Companion. This system will be used as a part of a testbed to study the RF interference caused by 5G transmissions to remote sensing receivers and evaluate different mechanisms for co-channel coexistence.  more » « less
Award ID(s):
2030291
PAR ID:
10356292
Author(s) / Creator(s):
; ;
Date Published:
Journal Name:
2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS)
Page Range / eLocation ID:
430 to 433
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. This paper presents Virginia Tech’s wireless testbed supporting research on long-term evolution (LTE) signaling and radio frequency (RF) spectrum coexistence. LTE is continuously refined and new features released. As the communications contexts for LTE expand, new research problems arise and include operation in harsh RF signaling environments and coexistence with other radios. Our testbed provides an integrated research tool for investigating these and other research problems; it allows analyzing the severity of the problem, designing and rapidly prototyping solutions, and assessing them with standard-compliant equipment and test procedures. The modular testbed integrates general-purpose software-defined radio hardware, LTE-specific test equipment, RF components, free open-source and commercial LTE software, a configurable RF network and recorded radar waveform samples. It supports RF channel emulated and over-the-air radiated modes. The testbed can be remotely accessed and configured. An RF switching network allows for designing many different experiments that can involve a variety of real and virtual radios with support for multiple-input multiple-output (MIMO) antenna operation. We present the testbed, the research it has enabled and some valuable lessons that we learned and that may help designing, developing, and operating future wireless testbeds. 
    more » « less
  2. A simple “RF-flashlight” (or ground-to-satellite) interference testbed is proposed to experimentally verify (i) real-time geofencing (RTG) for protecting passive Earth Exploration Satellite Services (EESS) radiometer measurements from 5G/6G mm-wave transmissions, and (ii) ground-to-satellite propagationmodels used in the interference modeling of this spectrumcoexistence scenario. RTG is a stronger EESS protectionmechanism than the current methodology recommended by theITU based on a worst-case interference threshold whilesimultaneously enabling dynamic spectrum sharing and coexistencewith 5G/6G wireless networks. Similarly, verifying moresophisticated RF propagation models that include ground topology,buildings, and non-line-of-sight paths will provide better estimatesof interference than the current ITU line-of-sight model and, thus,a more reliable basis for establishing a consensus among thespectrum stakeholders. 
    more » « less
  3. As radio spectrum becomes increasingly scarce, coexistence and bidirectional sharing between active and passive systems becomes a crucial target. In the past, spectrum regulations conferred radio astronomy a status on par with active services, thereby protecting their extreme sensitivity against any harmful interference. However, passive systems are likely to lose exclusive allocations as capacity constraints for active systems increase. The resulting increase in ambient radio frequency noise from various terrestrial and non-terrestrial emitters can only be mitigated with informed collaboration between active and passive users. While coexistence using time-division spectrum access has been proposed in the past, a more dynamic approach following the CBRS sharing principle promises greater spectral occupancy and efficiency, enabled by a spectrum access system capable of constantly monitoring the ambient RF environment. Instead of simply minimizing the potential for any ”harmful” interference to passive users, the goal is to use good engineering to enable sharing between active and passive users. To this end, this research created a Software Defined Radio (SDR)-based testbed at the the Hat Creek Radio Observatory to quantitatively characterize the radio-frequency environment, and flag potential sources of radio frequency interference in the vicinity of the Allen Telescope Array. Sensor validation was carried out via data analysis of I/Q data collected in well-characterized RF bands. Results so far from ground and drone-based surveys are consistent with the expected sources of interference, based on both the deployment of static RF transmitters in the Hat Creek/Redding area as well as the interference detected in telescope observations themselves. 
    more » « less
  4. 5G and open radio access networks (Open RANs) will result in vendor-neutral hardware deployment that will require additional diligence towards managing security risks. This new paradigm will allow the same network infrastructure to support virtual network slices for transmit different waveforms, such as 5G New Radio, LTE, WiFi, at different times. In this multi- vendor, multi-protocol/waveform setting, we propose an additional physical layer authentication method that detects a specific emitter through a technique called as RF fingerprinting. Our deep learning approach uses convolutional neural networks augmented with triplet loss, where examples of similar/dissimilar signal samples are shown to the classifier over the training duration. We demonstrate the feasibility of RF fingerprinting base stations over the large-scale over-the-air experimental POWDER platform in Salt Lake City, Utah, USA. Using real world datasets, we show how our approach overcomes the challenges posed by changing channel conditions and protocol choices with 99.86% detection accuracy for different training and testing days. 
    more » « less
  5. null (Ed.)
    Optical network technology is one of the leading candidates for meeting the required backhaul transport layer latency and capacity requirements of 5G services. In addition, its physical layer programmability supports the execution of advanced methods that can improve 5G service reliability and SLA compliance in the face of equipment failure. While a number of such methods is addressed in the literature, including Virtual Network Function (VNF) fault-tolerant methods, a full proof of concept is yet to be reported.The study in this paper describes a testbed — along with its Software Defined Networking (SDN) and Network Function Virtualization (NFV) capabilities — which is used to experimentally showcase the key functionalities that are required by VNF fault-tolerant methods. The testbed makes use of OpenROADM compliant Dense Wavelength Division Multiplexing (DWDM) equipment to implement the programmable backhaul of a Next Generation Radio Access Network (NG-RAN) Non-standalone (NSA) architecture running 4G Evolved Packet Core (EPC) with the 5G next-generation NodeB (gNB). Specifically, the testbed is used to showcase the live migration of virtualized EPC components that is required to restore pre-failure VNF. 
    more » « less